Apple M4 Max (32-core GPU) × Llama 3.2 1B Instruct

Llama 3.2 1B Instruct on Apple M4 Max (32-core GPU)

171best gen tok/s
3,347best prompt tok/s
4,352max context tested
9results

Measured · all numbers below come from the linked sources

llama.cpp

QuantGen tok/sPrompt tok/sSourceContext testedTTFTBuild
Q4_K - Medium1713,301LocalScore ↗4,352368 msllamafile 0.9.2
Q4_K - Medium1693,211LocalScore ↗512+128371 msllamafile 0.9.2
Q4_K - Medium1673,325LocalScore ↗512+128360 msllamafile 0.9.2
Q4_K - Medium1653,316LocalScore ↗512+128361 msllamafile 0.9.2
Q4_K - Medium1653,347LocalScore ↗4,352364 msllamafile 0.9.2
Q4_K - Medium1653,234LocalScore ↗4,352367 msllamafile 0.9.2
Q4_K - Medium1653,112LocalScore ↗4,352373 msllamafile 0.9.2
Q4_K - Medium1643,224LocalScore ↗512+128375 msllamafile 0.9.2
Q4_K - Medium1623,197LocalScore ↗4,352375 msllamafile 0.9.2

Ollama

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MLX

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"Context tested" is the largest prompt+generation length actually benchmarked (tokens), not a memory-fit estimate.

What else can Apple M4 Max (32-core GPU) run? →

Includes results from LocalScore, a Mozilla Builders project by cjpais, mirrored in the cn0303/local-llm-speed-benchmarks dataset. LocalScore runs use llamafile, which is built on llama.cpp.